{"product_id":"introduction-to-machine-learning-9789732347768","title":"Introduction to Machine Learning","description":"\u003cp\u003e • Author(s): Crazy Science\u003cbr\u003e • Publisher: Crazy Science\u003cbr\u003e • Publisher Imprint: Crazy Science\u003cbr\u003e • BISAC: Data Science - Machine Learning\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eDive into the exciting world of cutting-edge technology with our comprehensive guide, \"Machine Learning and Artificial Intelligence: A Journey through Data Science.\" Whether you're a seasoned data scientist or a curious beginner, this book takes you on a captivating journey through the realms of machine learning, artificial intelligence, and the mathematics that underpin them.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cli\u003e \u003cp\u003e\u003cstrong\u003eDiscover the Foundations\u003c\/strong\u003e\u003cbr\u003eExplore the fundamental concepts that form the bedrock of machine learning and artificial intelligence, including Information Theory, Computational Science, and the Mathematics of Norms and Regularization.\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cli\u003e \u003cp\u003e\u003cstrong\u003eMaster Data Analysis\u003c\/strong\u003e\u003cbr\u003eEquip yourself with the tools of data exploration and analytics, uncovering insights in large datasets through techniques such as Data Mining, Euclidean and Hamming Distances, and Loss Functions.\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cli\u003e \u003cp\u003e\u003cstrong\u003eUnlock the Secrets of Supervised Learning\u003c\/strong\u003e\u003cbr\u003eGain expertise in predictive modeling with topics like Linear Regression, Statistical Learning Theory, and Statistical Hypothesis Testing. Understand how algorithms make decisions and why they work.\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cli\u003e \u003cp\u003e\u003cstrong\u003eDelve into Classification\u003c\/strong\u003e\u003cbr\u003eNavigate the intricate world of statistical classification, Binary Classification, Maximum Likelihood, Logistic Regression, and more. Uncover the nuances of separating data into meaningful categories.\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cli\u003e \u003cp\u003e\u003cstrong\u003eUnleash Unsupervised Learning\u003c\/strong\u003e\u003cbr\u003eHarness the power of unsupervised learning with Cluster Analysis, Dimensionality Reduction, and Principal Component Analysis. Learn how to find patterns in data when you don't have predefined labels.\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cli\u003e \u003cp\u003e\u003cstrong\u003eEmbark on Reinforcement Learning Adventures\u003c\/strong\u003e\u003cbr\u003eTake a deep dive into Reinforcement Learning, Decision Tree Learning, and Ensemble Learning. Discover how machines learn through interaction and decision-making.\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cli\u003e \u003cp\u003e\u003cstrong\u003eNavigate the Landscape of Deep Learning\u003c\/strong\u003e\u003cbr\u003eExplore the revolutionary world of Artificial Neural Networks and Deep Learning, the driving force behind modern AI applications.\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cli\u003e \u003cp\u003e\u003cstrong\u003eMaster Advanced Techniques\u003c\/strong\u003e\u003cbr\u003eConquer challenging concepts like Semi-Supervised Learning, Support Vector Machines, and the intricacies of Random Forests and Boosting.\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cli\u003e \u003cp\u003e\u003cstrong\u003eAchieve Data Science Excellence\u003c\/strong\u003e\u003cbr\u003eAscend to the pinnacle of data science with practical knowledge and real-world insights.\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cli\u003e \u003cp\u003e\u003cstrong\u003eExpertly Crafted for All Levels\u003c\/strong\u003e\u003cbr\u003eWhether you're a beginner eager to dive into data science or an experienced practitioner seeking to expand your skillset, \"Machine Learning and Artificial Intelligence\" offers something for everyone.\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003c\/ul\u003e \u003cp\u003eThis book is your passport to the thrilling world of machine learning, artificial intelligence, and data science. Join us on this journey and unlock the potential of data-driven decision-making in the modern era.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Crazy Science","offers":[{"title":"Paperback","offer_id":45142302392471,"sku":"9789732347768","price":4863.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9789732347768.webp?v=1767655432","url":"https:\/\/atlanticbooks.com\/products\/introduction-to-machine-learning-9789732347768","provider":"Atlantic Books","version":"1.0","type":"link"}